For stationary, homogeneous Markov processes (viz., Lévy processes, including Brownian motion) in dimension d≥3, we establish an exact formula for the average number of (d-1)-dimensional facets that can be defined by d points on the process's path. This formula defines a universality class in that it is independent of the increments' distribution, and it admits a closed form when d=3, a case which is of particular interest for applications in biophysics, chemistry, and polymer science. We also show that the asymptotical average number of facets behaves as 〈F_{T}^{(d)}〉∼2[ln(T/Δt)]^{d-1}, where T is the total duration of the motion and Δt is the minimum time lapse separating points that define a facet.
Facets on the convex hull of d-dimensional Brownian and Lévy motion.
J. Randon-Furling,Florian Wespi
Published 2017 in Physical Review E
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- Publication year
2017
- Venue
Physical Review E
- Publication date
2017-01-17
- Fields of study
Mathematics, Physics, Chemistry, Medicine
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Semantic Scholar, PubMed
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